Package: bzinb 1.1.0

Hunyong Cho

bzinb: Bivariate Zero-Inflated Negative Binomial Model Estimator

Provides a maximum likelihood estimation of Bivariate Zero-Inflated Negative Binomial (BZINB) model or the nested model parameters. Also estimates the underlying correlation of the a pair of count data. See Cho, H., Liu, C., Preisser, J., and Wu, D. (In preparation) for details.

Authors:Hunyong Cho, Chuwen Liu, Jinyoung Park, Di Wu

bzinb_1.1.0.tar.gz

bzinb_1.1.0.tgz(r-4.4-x86_64)bzinb_1.1.0.tgz(r-4.4-arm64)bzinb_1.1.0.tgz(r-4.3-x86_64)bzinb_1.1.0.tgz(r-4.3-arm64)
bzinb_1.1.0.tar.gz(r-4.5-noble)bzinb_1.1.0.tar.gz(r-4.4-noble)
bzinb_1.1.0.tgz(r-4.4-emscripten)bzinb_1.1.0.tgz(r-4.3-emscripten)
bzinb.pdf |bzinb.html✨
bzinb/json (API)

# Install 'bzinb' in R:

install.packages('bzinb', repos = c('https://hunyong.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/hunyong/bzinb/issues

Uses libs:

c++– GNU Standard C++ Library v3

On CRAN:

21 exports 0.64 score 3 dependencies 2 scripts 271 downloads

Last updated 4 years agofrom:8c4043f451. Checks:OK: 1 ERROR: 5. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Sep 03 2024
R-4.5-linux-x86_64	ERROR	Sep 05 2024
R-4.4-mac-x86_64	ERROR	Sep 05 2024
R-4.4-mac-aarch64	ERROR	Sep 05 2024
R-4.3-mac-x86_64	ERROR	Sep 05 2024
R-4.3-mac-aarch64	ERROR	Sep 05 2024

Exports:bnb bp bzinb bzinb.se bzinbReg bzip.a bzip.b expt.names idigamma lik.bnb lik.bp lik.bzinb lik.bzip.a lik.bzip.b pairwise.bzinb rbnb rbp rbzinb rbzip.a rbzip.b weighted.pc

Dependencies:BH Rcpp RcppArmadillo

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
The bivariate negative binomial distribution	bnb lik.bnb rbnb
The bivariate poisson distribution	bp lik.bp rbp
The bivariate zero-inflated negative binomial distribution	bzinb lik.bzinb rbzinb
The bivariate zero-inflated negative binomial distribution - Standard error estimation	bzinb.se
The bivariate zero-inflated negative binomial regression.	bzinbReg bzinbReg.default bzinbReg.formula expt.names print.bzinbReg
The bivariate zero-inflated Poisson distribution (A)	bzip.a lik.bzip.a rbzip.a
The bivariate zero-inflated Poisson distribution (B)	bzip.b lik.bzip.b rbzip.b
Inverse digamma function	idigamma
Pairwise underlying correlation based on bivariate zero-inflated negative binomial (BZINB) model	pairwise.bzinb
rBzinbData BZINB data generation with random normal covariates where the covariates corresponding to eta and gamma coincide up to the smaller dimension.	rBzinbData
Weighted Pearson Correlation (WPC) based on bivariate zero-inflated negative binomial (BZINB) model	weighted.pc